Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 61222 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 14.5 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 10 |
Accounts Delinquent has constant value "0" | Constant |
Loan Status has constant value "0" | Constant |
Public Record is highly imbalanced (82.9%) | Imbalance |
Collection 12 months Medical is highly imbalanced (85.1%) | Imbalance |
Application Type is highly imbalanced (98.1%) | Imbalance |
ID has unique values | Unique |
Delinquency - two years has 47277 (77.2%) zeros | Zeros |
Inquires - six months has 54887 (89.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-21 16:58:21.573490 |
|---|---|
| Analysis finished | 2024-05-21 16:58:46.385560 |
| Duration | 24.81 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
ID
Real number (ℝ)
UNIQUE 
| Distinct | 61222 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25624431 |
| Minimum | 1298156 |
|---|---|
| Maximum | 72245779 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 1298156 |
|---|---|
| 5-th percentile | 2289741.6 |
| Q1 | 6566992.8 |
| median | 17900004 |
| Q3 | 42702170 |
| 95-th percentile | 63745001 |
| Maximum | 72245779 |
| Range | 70947623 |
| Interquartile range (IQR) | 36135177 |
Descriptive statistics
| Standard deviation | 21090401 |
|---|---|
| Coefficient of variation (CV) | 0.82305832 |
| Kurtosis | -1.0879127 |
| Mean | 25624431 |
| Median Absolute Deviation (MAD) | 14282920 |
| Skewness | 0.55792427 |
| Sum | 1.5687789 × 1012 |
| Variance | 4.4480501 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65087372 | 1 | < 0.1% |
| 64224763 | 1 | < 0.1% |
| 69112031 | 1 | < 0.1% |
| 7009586 | 1 | < 0.1% |
| 22088220 | 1 | < 0.1% |
| 10867815 | 1 | < 0.1% |
| 8607102 | 1 | < 0.1% |
| 7945397 | 1 | < 0.1% |
| 67169611 | 1 | < 0.1% |
| 10375342 | 1 | < 0.1% |
| Other values (61212) | 61212 |
| Value | Count | Frequency (%) |
| 1298156 | 1 | |
| 1298576 | 1 | |
| 1298988 | 1 | |
| 1299125 | 1 | |
| 1299130 | 1 | |
| 1300238 | 1 | |
| 1300577 | 1 | |
| 1300838 | 1 | |
| 1301081 | 1 | |
| 1301420 | 1 |
| Value | Count | Frequency (%) |
| 72245779 | 1 | |
| 72191501 | 1 | |
| 72187231 | 1 | |
| 72182515 | 1 | |
| 72134965 | 1 | |
| 72113342 | 1 | |
| 72101854 | 1 | |
| 72076506 | 1 | |
| 72065755 | 1 | |
| 72050446 | 1 |
Loan Amount
Real number (ℝ)
| Distinct | 26624 |
|---|---|
| Distinct (%) | 43.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16860.853 |
| Minimum | 1014 |
|---|---|
| Maximum | 35000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 1014 |
|---|---|
| 5-th percentile | 4503 |
| Q1 | 10042.25 |
| median | 16087 |
| Q3 | 22098 |
| 95-th percentile | 31736.95 |
| Maximum | 35000 |
| Range | 33986 |
| Interquartile range (IQR) | 12055.75 |
Descriptive statistics
| Standard deviation | 8357.3814 |
|---|---|
| Coefficient of variation (CV) | 0.49566777 |
| Kurtosis | -0.79555971 |
| Mean | 16860.853 |
| Median Absolute Deviation (MAD) | 6031 |
| Skewness | 0.28870263 |
| Sum | 1.0322551 × 109 |
| Variance | 69845823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15118 | 11 | < 0.1% |
| 14424 | 11 | < 0.1% |
| 14556 | 11 | < 0.1% |
| 15962 | 11 | < 0.1% |
| 16216 | 10 | < 0.1% |
| 15564 | 10 | < 0.1% |
| 15932 | 10 | < 0.1% |
| 15639 | 10 | < 0.1% |
| 14689 | 10 | < 0.1% |
| 15165 | 10 | < 0.1% |
| Other values (26614) | 61118 |
| Value | Count | Frequency (%) |
| 1014 | 1 | |
| 1020 | 1 | |
| 1024 | 1 | |
| 1025 | 1 | |
| 1030 | 1 | |
| 1031 | 1 | |
| 1036 | 1 | |
| 1045 | 1 | |
| 1046 | 1 | |
| 1048 | 1 |
| Value | Count | Frequency (%) |
| 35000 | 1 | |
| 34999 | 1 | |
| 34996 | 1 | |
| 34995 | 1 | |
| 34993 | 1 | |
| 34991 | 1 | |
| 34990 | 1 | |
| 34988 | 2 | |
| 34987 | 1 | |
| 34986 | 1 |
Funded Amount
Real number (ℝ)
| Distinct | 23748 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15767.049 |
| Minimum | 1014 |
|---|---|
| Maximum | 34999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 1014 |
|---|---|
| 5-th percentile | 5903 |
| Q1 | 9255 |
| median | 13032 |
| Q3 | 21801 |
| 95-th percentile | 32121 |
| Maximum | 34999 |
| Range | 33985 |
| Interquartile range (IQR) | 12546 |
Descriptive statistics
| Standard deviation | 8154.6828 |
|---|---|
| Coefficient of variation (CV) | 0.51719778 |
| Kurtosis | -0.61667316 |
| Mean | 15767.049 |
| Median Absolute Deviation (MAD) | 5086 |
| Skewness | 0.67344113 |
| Sum | 9.6529028 × 108 |
| Variance | 66498852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11034 | 15 | < 0.1% |
| 10835 | 15 | < 0.1% |
| 9011 | 13 | < 0.1% |
| 8860 | 13 | < 0.1% |
| 10728 | 13 | < 0.1% |
| 11187 | 13 | < 0.1% |
| 11451 | 13 | < 0.1% |
| 7691 | 12 | < 0.1% |
| 10860 | 12 | < 0.1% |
| 11197 | 12 | < 0.1% |
| Other values (23738) | 61091 |
| Value | Count | Frequency (%) |
| 1014 | 1 | |
| 1032 | 1 | |
| 1080 | 1 | |
| 1087 | 1 | |
| 1098 | 1 | |
| 1154 | 1 | |
| 1163 | 1 | |
| 1179 | 1 | |
| 1236 | 1 | |
| 1249 | 1 |
| Value | Count | Frequency (%) |
| 34999 | 2 | |
| 34998 | 2 | |
| 34995 | 1 | |
| 34994 | 1 | |
| 34993 | 1 | |
| 34988 | 1 | |
| 34986 | 2 | |
| 34983 | 1 | |
| 34982 | 2 | |
| 34977 | 1 |
Funded Amount Investor
Real number (ℝ)
| Distinct | 61205 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14621.996 |
| Minimum | 1114.5902 |
|---|---|
| Maximum | 34999.746 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 1114.5902 |
|---|---|
| 5-th percentile | 6334.9196 |
| Q1 | 9845.6848 |
| median | 12806.409 |
| Q3 | 17748.224 |
| 95-th percentile | 28884.343 |
| Maximum | 34999.746 |
| Range | 33885.156 |
| Interquartile range (IQR) | 7902.5393 |
Descriptive statistics
| Standard deviation | 6776.6712 |
|---|---|
| Coefficient of variation (CV) | 0.46345731 |
| Kurtosis | 0.47385214 |
| Mean | 14621.996 |
| Median Absolute Deviation (MAD) | 3557.2668 |
| Skewness | 0.99305992 |
| Sum | 8.9518786 × 108 |
| Variance | 45923272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10709.63623 | 2 | < 0.1% |
| 7890.447955 | 2 | < 0.1% |
| 13971.02321 | 2 | < 0.1% |
| 12231.16637 | 2 | < 0.1% |
| 14240.83015 | 2 | < 0.1% |
| 9520.450589 | 2 | < 0.1% |
| 14043.45039 | 2 | < 0.1% |
| 12367.56806 | 2 | < 0.1% |
| 10936.53653 | 2 | < 0.1% |
| 13692.84975 | 2 | < 0.1% |
| Other values (61195) | 61202 |
| Value | Count | Frequency (%) |
| 1114.590204 | 1 | |
| 1127.754818 | 1 | |
| 1129.708853 | 1 | |
| 1242.527961 | 1 | |
| 1246.547591 | 1 | |
| 1250.787941 | 1 | |
| 1372.686804 | 1 | |
| 1441.583282 | 1 | |
| 1525.567016 | 1 | |
| 1537.528946 | 1 |
| Value | Count | Frequency (%) |
| 34999.74643 | 1 | |
| 34999.43383 | 1 | |
| 34997.89175 | 1 | |
| 34996.88747 | 1 | |
| 34995.26246 | 1 | |
| 34993.60145 | 1 | |
| 34993.49979 | 1 | |
| 34990.5952 | 1 | |
| 34988.98401 | 1 | |
| 34987.513 | 1 |
Term
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| 59 | |
|---|---|
| 58 | |
| 36 | 1303 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 122444 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 59 |
|---|---|
| 2nd row | 59 |
| 3rd row | 59 |
| 4th row | 59 |
| 5th row | 59 |
Common Values
| Value | Count | Frequency (%) |
| 59 | 39529 | |
| 58 | 20390 | |
| 36 | 1303 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 59 | 39529 | |
| 58 | 20390 | |
| 36 | 1303 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 59919 | |
| 9 | 39529 | |
| 8 | 20390 | 16.7% |
| 3 | 1303 | 1.1% |
| 6 | 1303 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 122444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 59919 | |
| 9 | 39529 | |
| 8 | 20390 | 16.7% |
| 3 | 1303 | 1.1% |
| 6 | 1303 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 122444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 59919 | |
| 9 | 39529 | |
| 8 | 20390 | 16.7% |
| 3 | 1303 | 1.1% |
| 6 | 1303 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 122444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 59919 | |
| 9 | 39529 | |
| 8 | 20390 | 16.7% |
| 3 | 1303 | 1.1% |
| 6 | 1303 | 1.1% |
Interest Rate
Real number (ℝ)
| Distinct | 61210 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.842815 |
| Minimum | 5.3200058 |
|---|---|
| Maximum | 27.182348 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 5.3200058 |
|---|---|
| 5-th percentile | 6.1336266 |
| Q1 | 9.2985479 |
| median | 11.376376 |
| Q3 | 14.189447 |
| 95-th percentile | 18.571065 |
| Maximum | 27.182348 |
| Range | 21.862342 |
| Interquartile range (IQR) | 4.8908992 |
Descriptive statistics
| Standard deviation | 3.7113777 |
|---|---|
| Coefficient of variation (CV) | 0.31338645 |
| Kurtosis | 0.13701876 |
| Mean | 11.842815 |
| Median Absolute Deviation (MAD) | 2.3777365 |
| Skewness | 0.55776919 |
| Sum | 725040.82 |
| Variance | 13.774325 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.97529763 | 2 | < 0.1% |
| 15.78960848 | 2 | < 0.1% |
| 10.15106863 | 2 | < 0.1% |
| 9.28661329 | 2 | < 0.1% |
| 8.155726081 | 2 | < 0.1% |
| 9.912497484 | 2 | < 0.1% |
| 8.637499241 | 2 | < 0.1% |
| 9.031164731 | 2 | < 0.1% |
| 11.97836961 | 2 | < 0.1% |
| 6.191126068 | 2 | < 0.1% |
| Other values (61200) | 61202 |
| Value | Count | Frequency (%) |
| 5.320005799 | 1 | |
| 5.320159165 | 1 | |
| 5.320433439 | 1 | |
| 5.320547017 | 1 | |
| 5.321130759 | 1 | |
| 5.321256189 | 1 | |
| 5.322212834 | 1 | |
| 5.322458098 | 1 | |
| 5.322651425 | 1 | |
| 5.322937103 | 1 |
| Value | Count | Frequency (%) |
| 27.18234758 | 1 | |
| 27.07000405 | 1 | |
| 27.01820329 | 1 | |
| 26.9329474 | 1 | |
| 26.92044891 | 1 | |
| 26.83306079 | 1 | |
| 26.54588757 | 1 | |
| 26.51588192 | 1 | |
| 26.32641724 | 1 | |
| 26.31597117 | 1 |
Grade
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| C | |
|---|---|
| B | |
| A | |
| D | |
| E | |
| Other values (2) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61222 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | C |
| 3rd row | F |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| C | 17293 | |
| B | 17107 | |
| A | 10955 | |
| D | 7463 | |
| E | 5828 | 9.5% |
| F | 2013 | 3.3% |
| G | 563 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| c | 17293 | |
| b | 17107 | |
| a | 10955 | |
| d | 7463 | |
| e | 5828 | 9.5% |
| f | 2013 | 3.3% |
| g | 563 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 17293 | |
| B | 17107 | |
| A | 10955 | |
| D | 7463 | |
| E | 5828 | 9.5% |
| F | 2013 | 3.3% |
| G | 563 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 17293 | |
| B | 17107 | |
| A | 10955 | |
| D | 7463 | |
| E | 5828 | 9.5% |
| F | 2013 | 3.3% |
| G | 563 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 17293 | |
| B | 17107 | |
| A | 10955 | |
| D | 7463 | |
| E | 5828 | 9.5% |
| F | 2013 | 3.3% |
| G | 563 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 17293 | |
| B | 17107 | |
| A | 10955 | |
| D | 7463 | |
| E | 5828 | 9.5% |
| F | 2013 | 3.3% |
| G | 563 | 0.9% |
Employment Duration
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| MORTGAGE | |
|---|---|
| RENT | |
| OWN |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 6.0622815 |
| Min length | 3 |
Characters and Unicode
| Total characters | 371145 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MORTGAGE |
|---|---|
| 2nd row | RENT |
| 3rd row | MORTGAGE |
| 4th row | MORTGAGE |
| 5th row | MORTGAGE |
Common Values
| Value | Count | Frequency (%) |
| MORTGAGE | 33128 | |
| RENT | 21839 | |
| OWN | 6255 | 10.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| mortgage | 33128 | |
| rent | 21839 | |
| own | 6255 | 10.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 66256 | |
| R | 54967 | |
| T | 54967 | |
| E | 54967 | |
| O | 39383 | |
| M | 33128 | |
| A | 33128 | |
| N | 28094 | |
| W | 6255 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 371145 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 66256 | |
| R | 54967 | |
| T | 54967 | |
| E | 54967 | |
| O | 39383 | |
| M | 33128 | |
| A | 33128 | |
| N | 28094 | |
| W | 6255 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 371145 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 66256 | |
| R | 54967 | |
| T | 54967 | |
| E | 54967 | |
| O | 39383 | |
| M | 33128 | |
| A | 33128 | |
| N | 28094 | |
| W | 6255 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 371145 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 66256 | |
| R | 54967 | |
| T | 54967 | |
| E | 54967 | |
| O | 39383 | |
| M | 33128 | |
| A | 33128 | |
| N | 28094 | |
| W | 6255 | 1.7% |
Home Ownership
Real number (ℝ)
| Distinct | 61215 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80488.081 |
| Minimum | 14573.537 |
|---|---|
| Maximum | 406561.54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 14573.537 |
|---|---|
| 5-th percentile | 33522.487 |
| Q1 | 51678.569 |
| median | 69274.74 |
| Q3 | 94458.039 |
| 95-th percentile | 168095.45 |
| Maximum | 406561.54 |
| Range | 391988 |
| Interquartile range (IQR) | 42779.469 |
Descriptive statistics
| Standard deviation | 44982.239 |
|---|---|
| Coefficient of variation (CV) | 0.55886833 |
| Kurtosis | 7.0789422 |
| Mean | 80488.081 |
| Median Absolute Deviation (MAD) | 20056.556 |
| Skewness | 2.1377581 |
| Sum | 4.9276413 × 109 |
| Variance | 2.0234019 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37623.24185 | 2 | < 0.1% |
| 27139.67231 | 2 | < 0.1% |
| 58867.57595 | 2 | < 0.1% |
| 71159.7124 | 2 | < 0.1% |
| 61831.12988 | 2 | < 0.1% |
| 35858.04083 | 2 | < 0.1% |
| 39753.81982 | 2 | < 0.1% |
| 155158.436 | 1 | < 0.1% |
| 167523.331 | 1 | < 0.1% |
| 50944.31929 | 1 | < 0.1% |
| Other values (61205) | 61205 |
| Value | Count | Frequency (%) |
| 14573.53717 | 1 | |
| 14652.37968 | 1 | |
| 14678.63863 | 1 | |
| 14788.61394 | 1 | |
| 14836.55226 | 1 | |
| 14859.64954 | 1 | |
| 14901.41773 | 1 | |
| 14938.0786 | 1 | |
| 14996.99281 | 1 | |
| 15013.52595 | 1 |
| Value | Count | Frequency (%) |
| 406561.5364 | 1 | |
| 405697.0616 | 1 | |
| 404550.444 | 1 | |
| 401352.3764 | 1 | |
| 400877.5635 | 1 | |
| 400676.3457 | 1 | |
| 399925.7864 | 1 | |
| 399103.7444 | 1 | |
| 398416.3107 | 1 | |
| 397669.9965 | 1 |
Verification Status
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| Source Verified | |
|---|---|
| Verified | |
| Not Verified |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 12.394319 |
| Min length | 8 |
Characters and Unicode
| Total characters | 758805 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Not Verified |
|---|---|
| 2nd row | Source Verified |
| 3rd row | Source Verified |
| 4th row | Source Verified |
| 5th row | Source Verified |
Common Values
| Value | Count | Frequency (%) |
| Source Verified | 29951 | |
| Verified | 16428 | |
| Not Verified | 14843 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| verified | 61222 | |
| source | 29951 | |
| not | 14843 | 14.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 152395 | |
| i | 122444 | |
| r | 91173 | |
| V | 61222 | |
| f | 61222 | |
| d | 61222 | |
| o | 44794 | 5.9% |
| 44794 | 5.9% | |
| S | 29951 | 3.9% |
| u | 29951 | 3.9% |
| Other values (3) | 59637 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 758805 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 152395 | |
| i | 122444 | |
| r | 91173 | |
| V | 61222 | |
| f | 61222 | |
| d | 61222 | |
| o | 44794 | 5.9% |
| 44794 | 5.9% | |
| S | 29951 | 3.9% |
| u | 29951 | 3.9% |
| Other values (3) | 59637 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 758805 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 152395 | |
| i | 122444 | |
| r | 91173 | |
| V | 61222 | |
| f | 61222 | |
| d | 61222 | |
| o | 44794 | 5.9% |
| 44794 | 5.9% | |
| S | 29951 | 3.9% |
| u | 29951 | 3.9% |
| Other values (3) | 59637 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 758805 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 152395 | |
| i | 122444 | |
| r | 91173 | |
| V | 61222 | |
| f | 61222 | |
| d | 61222 | |
| o | 44794 | 5.9% |
| 44794 | 5.9% | |
| S | 29951 | 3.9% |
| u | 29951 | 3.9% |
| Other values (3) | 59637 | 7.9% |
Debit to Income
Real number (ℝ)
| Distinct | 61216 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.307491 |
| Minimum | 0.67529909 |
|---|---|
| Maximum | 39.629862 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 0.67529909 |
|---|---|
| 5-th percentile | 10.20328 |
| Q1 | 16.760928 |
| median | 22.652777 |
| Q3 | 30.069674 |
| 95-th percentile | 37.404569 |
| Maximum | 39.629862 |
| Range | 38.954563 |
| Interquartile range (IQR) | 13.308746 |
Descriptive statistics
| Standard deviation | 8.4589768 |
|---|---|
| Coefficient of variation (CV) | 0.36292953 |
| Kurtosis | -0.90882998 |
| Mean | 23.307491 |
| Median Absolute Deviation (MAD) | 6.5511812 |
| Skewness | 0.081079979 |
| Sum | 1426931.2 |
| Variance | 71.554288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.97736061 | 2 | < 0.1% |
| 22.36852703 | 2 | < 0.1% |
| 27.34419347 | 2 | < 0.1% |
| 18.79251904 | 2 | < 0.1% |
| 17.62506899 | 2 | < 0.1% |
| 24.41063595 | 2 | < 0.1% |
| 20.32497351 | 1 | < 0.1% |
| 12.2347598 | 1 | < 0.1% |
| 17.58717481 | 1 | < 0.1% |
| 16.28475781 | 1 | < 0.1% |
| Other values (61206) | 61206 |
| Value | Count | Frequency (%) |
| 0.675299086 | 1 | |
| 0.763630198 | 1 | |
| 1.300557774 | 1 | |
| 1.329297599 | 1 | |
| 1.372873946 | 1 | |
| 1.391419093 | 1 | |
| 1.397374381 | 1 | |
| 1.425369584 | 1 | |
| 1.757425556 | 1 | |
| 1.803413281 | 1 |
| Value | Count | Frequency (%) |
| 39.62986189 | 1 | |
| 39.62964383 | 1 | |
| 39.6278639 | 1 | |
| 39.62757603 | 1 | |
| 39.62741588 | 1 | |
| 39.62731 | 1 | |
| 39.62664966 | 1 | |
| 39.62590781 | 1 | |
| 39.62567144 | 1 | |
| 39.624746 | 1 |
Delinquency - two years
Real number (ℝ)
ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.32457287 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 47277 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.79319203 |
|---|---|
| Coefficient of variation (CV) | 2.4438027 |
| Kurtosis | 30.87995 |
| Mean | 0.32457287 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6329703 |
| Sum | 19871 |
| Variance | 0.6291536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47277 | |
| 1 | 10644 | 17.4% |
| 2 | 2396 | 3.9% |
| 3 | 401 | 0.7% |
| 7 | 225 | 0.4% |
| 6 | 164 | 0.3% |
| 5 | 65 | 0.1% |
| 8 | 37 | 0.1% |
| 4 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47277 | |
| 1 | 10644 | 17.4% |
| 2 | 2396 | 3.9% |
| 3 | 401 | 0.7% |
| 4 | 13 | < 0.1% |
| 5 | 65 | 0.1% |
| 6 | 164 | 0.3% |
| 7 | 225 | 0.4% |
| 8 | 37 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 37 | 0.1% |
| 7 | 225 | 0.4% |
| 6 | 164 | 0.3% |
| 5 | 65 | 0.1% |
| 4 | 13 | < 0.1% |
| 3 | 401 | 0.7% |
| 2 | 2396 | 3.9% |
| 1 | 10644 | 17.4% |
| 0 | 47277 |
Inquires - six months
Real number (ℝ)
ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14566659 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 54887 |
| Zeros (%) | 89.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.47282786 |
|---|---|
| Coefficient of variation (CV) | 3.2459595 |
| Kurtosis | 15.1331 |
| Mean | 0.14566659 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7104392 |
| Sum | 8918 |
| Variance | 0.22356618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 54887 | |
| 1 | 4147 | 6.8% |
| 2 | 1846 | 3.0% |
| 3 | 292 | 0.5% |
| 4 | 47 | 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 54887 | |
| 1 | 4147 | 6.8% |
| 2 | 1846 | 3.0% |
| 3 | 292 | 0.5% |
| 4 | 47 | 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 3 | < 0.1% |
| 4 | 47 | 0.1% |
| 3 | 292 | 0.5% |
| 2 | 1846 | 3.0% |
| 1 | 4147 | 6.8% |
| 0 | 54887 |
Open Account
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.280618 |
| Minimum | 2 |
|---|---|
| Maximum | 37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 13 |
| Q3 | 16 |
| 95-th percentile | 29 |
| Maximum | 37 |
| Range | 35 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.2260481 |
|---|---|
| Coefficient of variation (CV) | 0.4359789 |
| Kurtosis | 1.8255254 |
| Mean | 14.280618 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.4666612 |
| Sum | 874288 |
| Variance | 38.763676 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 7686 | |
| 13 | 7229 | |
| 11 | 6632 | |
| 14 | 5501 | 9.0% |
| 10 | 5260 | 8.6% |
| 9 | 4201 | 6.9% |
| 15 | 3048 | 5.0% |
| 8 | 2823 | 4.6% |
| 16 | 1918 | 3.1% |
| 7 | 1707 | 2.8% |
| Other values (26) | 15217 |
| Value | Count | Frequency (%) |
| 2 | 5 | < 0.1% |
| 3 | 38 | 0.1% |
| 4 | 172 | 0.3% |
| 5 | 422 | 0.7% |
| 6 | 924 | 1.5% |
| 7 | 1707 | 2.8% |
| 8 | 2823 | |
| 9 | 4201 | |
| 10 | 5260 | |
| 11 | 6632 |
| Value | Count | Frequency (%) |
| 37 | 87 | 0.1% |
| 36 | 140 | 0.2% |
| 35 | 210 | 0.3% |
| 34 | 322 | |
| 33 | 457 | |
| 32 | 463 | |
| 31 | 501 | |
| 30 | 584 | |
| 29 | 527 | |
| 28 | 618 |
Public Record
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| 0 | |
|---|---|
| 1 | 3719 |
| 2 | 178 |
| 4 | 158 |
| 3 | 69 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61222 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 57098 | |
| 1 | 3719 | 6.1% |
| 2 | 178 | 0.3% |
| 4 | 158 | 0.3% |
| 3 | 69 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 57098 | |
| 1 | 3719 | 6.1% |
| 2 | 178 | 0.3% |
| 4 | 158 | 0.3% |
| 3 | 69 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 57098 | |
| 1 | 3719 | 6.1% |
| 2 | 178 | 0.3% |
| 4 | 158 | 0.3% |
| 3 | 69 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57098 | |
| 1 | 3719 | 6.1% |
| 2 | 178 | 0.3% |
| 4 | 158 | 0.3% |
| 3 | 69 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57098 | |
| 1 | 3719 | 6.1% |
| 2 | 178 | 0.3% |
| 4 | 158 | 0.3% |
| 3 | 69 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57098 | |
| 1 | 3719 | 6.1% |
| 2 | 178 | 0.3% |
| 4 | 158 | 0.3% |
| 3 | 69 | 0.1% |
Revolving Balance
Real number (ℝ)
| Distinct | 19904 |
|---|---|
| Distinct (%) | 32.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7702.0276 |
| Minimum | 0 |
|---|---|
| Maximum | 114621 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 528 |
| Q1 | 2548 |
| median | 5508 |
| Q3 | 10206 |
| 95-th percentile | 22450.95 |
| Maximum | 114621 |
| Range | 114621 |
| Interquartile range (IQR) | 7658 |
Descriptive statistics
| Standard deviation | 7847.4061 |
|---|---|
| Coefficient of variation (CV) | 1.0188754 |
| Kurtosis | 16.682589 |
| Mean | 7702.0276 |
| Median Absolute Deviation (MAD) | 3478 |
| Skewness | 2.9415062 |
| Sum | 4.7153353 × 108 |
| Variance | 61581782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1394 | 17 | < 0.1% |
| 829 | 15 | < 0.1% |
| 3997 | 15 | < 0.1% |
| 869 | 15 | < 0.1% |
| 1252 | 14 | < 0.1% |
| 1525 | 14 | < 0.1% |
| 80 | 14 | < 0.1% |
| 574 | 14 | < 0.1% |
| 2363 | 14 | < 0.1% |
| 1202 | 14 | < 0.1% |
| Other values (19894) | 61076 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 10 | |
| 2 | 5 | |
| 3 | 6 | |
| 4 | 9 | |
| 5 | 6 | |
| 6 | 6 | |
| 7 | 6 | |
| 8 | 6 | |
| 9 | 6 |
| Value | Count | Frequency (%) |
| 114621 | 1 | |
| 111223 | 1 | |
| 108050 | 1 | |
| 105820 | 1 | |
| 104159 | 1 | |
| 104133 | 1 | |
| 103901 | 1 | |
| 99484 | 1 | |
| 97895 | 1 | |
| 95226 | 1 |
Revolving Utilities
Real number (ℝ)
| Distinct | 61218 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.859795 |
| Minimum | 0.00517236 |
|---|---|
| Maximum | 100.88005 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 0.00517236 |
|---|---|
| 5-th percentile | 11.588391 |
| Q1 | 38.623246 |
| median | 54.051977 |
| Q3 | 69.146929 |
| 95-th percentile | 88.49271 |
| Maximum | 100.88005 |
| Range | 100.87488 |
| Interquartile range (IQR) | 30.523683 |
Descriptive statistics
| Standard deviation | 22.542163 |
|---|---|
| Coefficient of variation (CV) | 0.42645196 |
| Kurtosis | -0.54277752 |
| Mean | 52.859795 |
| Median Absolute Deviation (MAD) | 15.246958 |
| Skewness | -0.23629977 |
| Sum | 3236182.3 |
| Variance | 508.1491 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.55837053 | 2 | < 0.1% |
| 91.31748448 | 2 | < 0.1% |
| 39.61185859 | 2 | < 0.1% |
| 9.409246945 | 2 | < 0.1% |
| 74.93255103 | 1 | < 0.1% |
| 59.42249964 | 1 | < 0.1% |
| 51.29358823 | 1 | < 0.1% |
| 36.10440459 | 1 | < 0.1% |
| 52.86014983 | 1 | < 0.1% |
| 64.46773871 | 1 | < 0.1% |
| Other values (61208) | 61208 |
| Value | Count | Frequency (%) |
| 0.00517236 | 1 | |
| 0.021283828 | 1 | |
| 0.02999706 | 1 | |
| 0.035816294 | 1 | |
| 0.044888253 | 1 | |
| 0.051037999 | 1 | |
| 0.051458193 | 1 | |
| 0.054950741 | 1 | |
| 0.058213542 | 1 | |
| 0.05911439 | 1 |
| Value | Count | Frequency (%) |
| 100.8800498 | 1 | |
| 100.8668139 | 1 | |
| 100.8586132 | 1 | |
| 100.8549743 | 1 | |
| 100.8356926 | 1 | |
| 100.8355207 | 1 | |
| 100.8265117 | 1 | |
| 100.8231983 | 1 | |
| 100.798556 | 1 | |
| 100.7822737 | 1 |
Total Accounts
Real number (ℝ)
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.62734 |
| Minimum | 4 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 13 |
| median | 18 |
| Q3 | 23 |
| 95-th percentile | 33 |
| Maximum | 72 |
| Range | 68 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.2939759 |
|---|---|
| Coefficient of variation (CV) | 0.4452582 |
| Kurtosis | 1.3509324 |
| Mean | 18.62734 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.73794298 |
| Sum | 1140403 |
| Variance | 68.790035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 3433 | 5.6% |
| 17 | 3390 | 5.5% |
| 19 | 3372 | 5.5% |
| 20 | 3237 | 5.3% |
| 16 | 3111 | 5.1% |
| 21 | 3039 | 5.0% |
| 22 | 2734 | 4.5% |
| 15 | 2733 | 4.5% |
| 23 | 2389 | 3.9% |
| 14 | 2326 | 3.8% |
| Other values (58) | 31458 |
| Value | Count | Frequency (%) |
| 4 | 1017 | |
| 5 | 1185 | |
| 6 | 1280 | |
| 7 | 1604 | |
| 8 | 1783 | |
| 9 | 1877 | |
| 10 | 2026 | |
| 11 | 1949 | |
| 12 | 1921 | |
| 13 | 2042 |
| Value | Count | Frequency (%) |
| 72 | 2 | < 0.1% |
| 71 | 2 | < 0.1% |
| 70 | 1 | < 0.1% |
| 68 | 3 | |
| 67 | 2 | < 0.1% |
| 66 | 1 | < 0.1% |
| 65 | 7 | |
| 64 | 3 | |
| 63 | 3 | |
| 62 | 1 | < 0.1% |
Initial List Status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| w | |
|---|---|
| f |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61222 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | w |
|---|---|
| 2nd row | f |
| 3rd row | w |
| 4th row | w |
| 5th row | w |
Common Values
| Value | Count | Frequency (%) |
| w | 33072 | |
| f | 28150 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| w | 33072 | |
| f | 28150 |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 33072 | |
| f | 28150 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| w | 33072 | |
| f | 28150 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| w | 33072 | |
| f | 28150 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| w | 33072 | |
| f | 28150 |
Total Received Interest
Real number (ℝ)
| Distinct | 61212 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2067.801 |
| Minimum | 4.7367463 |
|---|---|
| Maximum | 14301.368 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 4.7367463 |
|---|---|
| 5-th percentile | 159.62026 |
| Q1 | 569.21405 |
| median | 1329.8068 |
| Q3 | 2658.9019 |
| 95-th percentile | 6911.6308 |
| Maximum | 14301.368 |
| Range | 14296.632 |
| Interquartile range (IQR) | 2089.6878 |
Descriptive statistics
| Standard deviation | 2218.6353 |
|---|---|
| Coefficient of variation (CV) | 1.0729443 |
| Kurtosis | 5.1505996 |
| Mean | 2067.801 |
| Median Absolute Deviation (MAD) | 905.98819 |
| Skewness | 2.1283809 |
| Sum | 1.2659491 × 108 |
| Variance | 4922342.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 672.3328503 | 2 | < 0.1% |
| 3174.594809 | 2 | < 0.1% |
| 437.9250212 | 2 | < 0.1% |
| 941.274347 | 2 | < 0.1% |
| 453.6216698 | 2 | < 0.1% |
| 525.9471228 | 2 | < 0.1% |
| 1530.587463 | 2 | < 0.1% |
| 9061.050032 | 2 | < 0.1% |
| 658.0427657 | 2 | < 0.1% |
| 654.1538512 | 2 | < 0.1% |
| Other values (61202) | 61202 |
| Value | Count | Frequency (%) |
| 4.736746327 | 1 | |
| 4.740085405 | 1 | |
| 5.029317935 | 1 | |
| 5.037685745 | 1 | |
| 5.121524759 | 1 | |
| 5.167160376 | 1 | |
| 5.307849325 | 1 | |
| 5.397308646 | 1 | |
| 5.486680943 | 1 | |
| 5.535147996 | 1 |
| Value | Count | Frequency (%) |
| 14301.36831 | 1 | |
| 14290.59148 | 1 | |
| 14281.46799 | 1 | |
| 14256.74704 | 1 | |
| 14255.15602 | 1 | |
| 14236.69012 | 1 | |
| 14227.81424 | 1 | |
| 14195.13756 | 1 | |
| 14172.13655 | 1 | |
| 14170.63244 | 1 |
Total Received Late Fee
Real number (ℝ)
| Distinct | 61149 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.128288 |
| Minimum | 3.06 × 10-6 |
|---|---|
| Maximum | 42.618882 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 3.06 × 10-6 |
|---|---|
| 5-th percentile | 0.0042324661 |
| Q1 | 0.021130774 |
| median | 0.043495508 |
| Q3 | 0.071949208 |
| 95-th percentile | 0.14297723 |
| Maximum | 42.618882 |
| Range | 42.618879 |
| Interquartile range (IQR) | 0.050818434 |
Descriptive statistics
| Standard deviation | 5.2065731 |
|---|---|
| Coefficient of variation (CV) | 4.6145781 |
| Kurtosis | 26.435669 |
| Mean | 1.128288 |
| Median Absolute Deviation (MAD) | 0.024673239 |
| Skewness | 5.1245166 |
| Sum | 69076.048 |
| Variance | 27.108404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.036133219 | 2 | < 0.1% |
| 0.048452768 | 2 | < 0.1% |
| 0.118250648 | 2 | < 0.1% |
| 0.051217008 | 2 | < 0.1% |
| 0.060587916 | 2 | < 0.1% |
| 0.028036774 | 2 | < 0.1% |
| 0.097458332 | 2 | < 0.1% |
| 0.034131852 | 2 | < 0.1% |
| 0.013450934 | 2 | < 0.1% |
| 0.004773949 | 2 | < 0.1% |
| Other values (61139) | 61202 |
| Value | Count | Frequency (%) |
| 3.06 × 10-6 | 1 | |
| 3.84 × 10-6 | 1 | |
| 5.7 × 10-6 | 1 | |
| 1.27 × 10-5 | 1 | |
| 1.79 × 10-5 | 1 | |
| 1.9 × 10-5 | 1 | |
| 2 × 10-5 | 1 | |
| 2.07 × 10-5 | 1 | |
| 2.3 × 10-5 | 1 | |
| 2.38 × 10-5 | 2 |
| Value | Count | Frequency (%) |
| 42.6188823 | 1 | |
| 42.5951275 | 1 | |
| 42.58806301 | 1 | |
| 42.44903972 | 1 | |
| 42.41545401 | 1 | |
| 42.38591859 | 1 | |
| 42.33250232 | 1 | |
| 42.30642544 | 1 | |
| 42.29851714 | 1 | |
| 42.13909932 | 1 |
Recoveries
Real number (ℝ)
| Distinct | 61162 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.76585 |
| Minimum | 3.56 × 10-5 |
|---|---|
| Maximum | 4354.4674 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 3.56 × 10-5 |
|---|---|
| 5-th percentile | 0.33383104 |
| Q1 | 1.6267814 |
| median | 3.3362217 |
| Q3 | 5.448862 |
| 95-th percentile | 9.1861333 |
| Maximum | 4354.4674 |
| Range | 4354.4674 |
| Interquartile range (IQR) | 3.8220807 |
Descriptive statistics
| Standard deviation | 357.22925 |
|---|---|
| Coefficient of variation (CV) | 5.9771467 |
| Kurtosis | 58.229151 |
| Mean | 59.76585 |
| Median Absolute Deviation (MAD) | 1.8652423 |
| Skewness | 7.3709138 |
| Sum | 3658984.9 |
| Variance | 127612.74 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.208043682 | 2 | < 0.1% |
| 3.690140334 | 2 | < 0.1% |
| 5.151216155 | 2 | < 0.1% |
| 9.810005131 | 2 | < 0.1% |
| 3.403557223 | 2 | < 0.1% |
| 3.121505085 | 2 | < 0.1% |
| 1.7711868 | 2 | < 0.1% |
| 2.44868672 | 2 | < 0.1% |
| 2.811728042 | 2 | < 0.1% |
| 0.83272637 | 2 | < 0.1% |
| Other values (61152) | 61202 |
| Value | Count | Frequency (%) |
| 3.56 × 10-5 | 1 | |
| 9.02 × 10-5 | 1 | |
| 0.000220811 | 1 | |
| 0.000350407 | 1 | |
| 0.000372444 | 1 | |
| 0.00042457 | 1 | |
| 0.000595908 | 1 | |
| 0.000696606 | 1 | |
| 0.000865389 | 1 | |
| 0.000882372 | 1 |
| Value | Count | Frequency (%) |
| 4354.467419 | 1 | |
| 4339.261318 | 1 | |
| 4330.782063 | 1 | |
| 4325.079801 | 1 | |
| 4313.548899 | 1 | |
| 4299.375307 | 1 | |
| 4262.898182 | 1 | |
| 4254.856665 | 1 | |
| 4241.493689 | 1 | |
| 4220.932555 | 1 |
Collection Recovery Fee
Real number (ℝ)
| Distinct | 61092 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1294059 |
| Minimum | 3.62 × 10-5 |
|---|---|
| Maximum | 166.833 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 3.62 × 10-5 |
|---|---|
| 5-th percentile | 0.13053839 |
| Q1 | 0.47814998 |
| median | 0.78234365 |
| Q3 | 1.0725631 |
| 95-th percentile | 1.4292624 |
| Maximum | 166.833 |
| Range | 166.83296 |
| Interquartile range (IQR) | 0.59441312 |
Descriptive statistics
| Standard deviation | 3.5094738 |
|---|---|
| Coefficient of variation (CV) | 3.1073627 |
| Kurtosis | 178.25827 |
| Mean | 1.1294059 |
| Median Absolute Deviation (MAD) | 0.29678037 |
| Skewness | 11.175688 |
| Sum | 69144.489 |
| Variance | 12.316407 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.125373051 | 3 | < 0.1% |
| 1.228173443 | 2 | < 0.1% |
| 0.839886403 | 2 | < 0.1% |
| 1.185926135 | 2 | < 0.1% |
| 1.027105363 | 2 | < 0.1% |
| 1.254499426 | 2 | < 0.1% |
| 1.105250042 | 2 | < 0.1% |
| 1.001721823 | 2 | < 0.1% |
| 1.42664969 | 2 | < 0.1% |
| 1.171319212 | 2 | < 0.1% |
| Other values (61082) | 61201 |
| Value | Count | Frequency (%) |
| 3.62 × 10-5 | 1 | |
| 4.5 × 10-5 | 1 | |
| 7.34 × 10-5 | 1 | |
| 0.000144092 | 1 | |
| 0.000184412 | 1 | |
| 0.000236446 | 1 | |
| 0.000359239 | 1 | |
| 0.000390586 | 1 | |
| 0.000400796 | 1 | |
| 0.000485005 | 1 |
| Value | Count | Frequency (%) |
| 166.833 | 1 | |
| 54.22278838 | 1 | |
| 53.46508418 | 1 | |
| 51.42711665 | 1 | |
| 51.04841185 | 1 | |
| 50.84705334 | 1 | |
| 50.66485507 | 1 | |
| 49.94395918 | 1 | |
| 49.85959833 | 1 | |
| 49.52562248 | 1 |
Collection 12 months Medical
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| 0 | |
|---|---|
| 1 | 1306 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61222 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 59916 | |
| 1 | 1306 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 59916 | |
| 1 | 1306 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 59916 | |
| 1 | 1306 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 59916 | |
| 1 | 1306 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 59916 | |
| 1 | 1306 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 59916 | |
| 1 | 1306 | 2.1% |
Application Type
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| INDIVIDUAL | |
|---|---|
| JOINT | 112 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.990853 |
| Min length | 5 |
Characters and Unicode
| Total characters | 611660 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INDIVIDUAL |
|---|---|
| 2nd row | INDIVIDUAL |
| 3rd row | INDIVIDUAL |
| 4th row | INDIVIDUAL |
| 5th row | INDIVIDUAL |
Common Values
| Value | Count | Frequency (%) |
| INDIVIDUAL | 61110 | |
| JOINT | 112 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| individual | 61110 | |
| joint | 112 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 183442 | |
| D | 122220 | |
| N | 61222 | 10.0% |
| V | 61110 | 10.0% |
| U | 61110 | 10.0% |
| A | 61110 | 10.0% |
| L | 61110 | 10.0% |
| J | 112 | < 0.1% |
| O | 112 | < 0.1% |
| T | 112 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 611660 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 183442 | |
| D | 122220 | |
| N | 61222 | 10.0% |
| V | 61110 | 10.0% |
| U | 61110 | 10.0% |
| A | 61110 | 10.0% |
| L | 61110 | 10.0% |
| J | 112 | < 0.1% |
| O | 112 | < 0.1% |
| T | 112 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 611660 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 183442 | |
| D | 122220 | |
| N | 61222 | 10.0% |
| V | 61110 | 10.0% |
| U | 61110 | 10.0% |
| A | 61110 | 10.0% |
| L | 61110 | 10.0% |
| J | 112 | < 0.1% |
| O | 112 | < 0.1% |
| T | 112 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 611660 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 183442 | |
| D | 122220 | |
| N | 61222 | 10.0% |
| V | 61110 | 10.0% |
| U | 61110 | 10.0% |
| A | 61110 | 10.0% |
| L | 61110 | 10.0% |
| J | 112 | < 0.1% |
| O | 112 | < 0.1% |
| T | 112 | < 0.1% |
Last week Pay
Real number (ℝ)
| Distinct | 162 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.078665 |
| Minimum | 0 |
|---|---|
| Maximum | 161 |
| Zeros | 113 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 35 |
| median | 68 |
| Q3 | 104 |
| 95-th percentile | 147 |
| Maximum | 161 |
| Range | 161 |
| Interquartile range (IQR) | 69 |
Descriptive statistics
| Standard deviation | 43.324943 |
|---|---|
| Coefficient of variation (CV) | 0.60953513 |
| Kurtosis | -0.98548392 |
| Mean | 71.078665 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 0.26453686 |
| Sum | 4351578 |
| Variance | 1877.0507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 683 | 1.1% |
| 13 | 665 | 1.1% |
| 12 | 658 | 1.1% |
| 11 | 642 | 1.0% |
| 10 | 637 | 1.0% |
| 15 | 628 | 1.0% |
| 16 | 599 | 1.0% |
| 9 | 588 | 1.0% |
| 17 | 567 | 0.9% |
| 8 | 540 | 0.9% |
| Other values (152) | 55015 |
| Value | Count | Frequency (%) |
| 0 | 113 | 0.2% |
| 1 | 130 | 0.2% |
| 2 | 187 | 0.3% |
| 3 | 223 | 0.4% |
| 4 | 262 | |
| 5 | 334 | |
| 6 | 370 | |
| 7 | 446 | |
| 8 | 540 | |
| 9 | 588 |
| Value | Count | Frequency (%) |
| 161 | 144 | |
| 160 | 165 | |
| 159 | 180 | |
| 158 | 195 | |
| 157 | 210 | |
| 156 | 207 | |
| 155 | 216 | |
| 154 | 214 | |
| 153 | 234 | |
| 152 | 229 |
Accounts Delinquent
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61222 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 61222 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 61222 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 61222 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61222 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61222 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61222 |
Total Collection Amount
Real number (ℝ)
| Distinct | 2073 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 144.59224 |
| Minimum | 1 |
|---|---|
| Maximum | 16421 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 24 |
| median | 35 |
| Q3 | 46 |
| 95-th percentile | 490 |
| Maximum | 16421 |
| Range | 16420 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 733.6971 |
|---|---|
| Coefficient of variation (CV) | 5.0742496 |
| Kurtosis | 209.40093 |
| Mean | 144.59224 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 12.947007 |
| Sum | 8852226 |
| Variance | 538311.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 1519 | 2.5% |
| 36 | 1494 | 2.4% |
| 39 | 1493 | 2.4% |
| 40 | 1487 | 2.4% |
| 41 | 1478 | 2.4% |
| 35 | 1472 | 2.4% |
| 33 | 1439 | 2.4% |
| 34 | 1426 | 2.3% |
| 42 | 1419 | 2.3% |
| 31 | 1413 | 2.3% |
| Other values (2063) | 46582 |
| Value | Count | Frequency (%) |
| 1 | 287 | |
| 2 | 301 | |
| 3 | 319 | |
| 4 | 360 | |
| 5 | 371 | |
| 6 | 424 | |
| 7 | 448 | |
| 8 | 486 | |
| 9 | 528 | |
| 10 | 565 |
| Value | Count | Frequency (%) |
| 16421 | 1 | |
| 16385 | 1 | |
| 16086 | 1 | |
| 16013 | 1 | |
| 15956 | 1 | |
| 15916 | 1 | |
| 15895 | 1 | |
| 15663 | 1 | |
| 15460 | 1 | |
| 15459 | 1 |
Total Current Balance
Real number (ℝ)
| Distinct | 55768 |
|---|---|
| Distinct (%) | 91.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 159137.67 |
| Minimum | 617 |
|---|---|
| Maximum | 1177412 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 617 |
|---|---|
| 5-th percentile | 18162.05 |
| Q1 | 50252.5 |
| median | 117993 |
| Q3 | 227893 |
| 95-th percentile | 431233.6 |
| Maximum | 1177412 |
| Range | 1176795 |
| Interquartile range (IQR) | 177640.5 |
Descriptive statistics
| Standard deviation | 138762.05 |
|---|---|
| Coefficient of variation (CV) | 0.87196232 |
| Kurtosis | 3.1734917 |
| Mean | 159137.67 |
| Median Absolute Deviation (MAD) | 78155.5 |
| Skewness | 1.5178007 |
| Sum | 9.7427264 × 109 |
| Variance | 1.9254907 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 223061 | 4 | < 0.1% |
| 43790 | 4 | < 0.1% |
| 34103 | 4 | < 0.1% |
| 61768 | 4 | < 0.1% |
| 98867 | 4 | < 0.1% |
| 44225 | 4 | < 0.1% |
| 18957 | 4 | < 0.1% |
| 38188 | 4 | < 0.1% |
| 24232 | 4 | < 0.1% |
| 70908 | 4 | < 0.1% |
| Other values (55758) | 61182 |
| Value | Count | Frequency (%) |
| 617 | 1 | |
| 623 | 1 | |
| 628 | 1 | |
| 630 | 1 | |
| 667 | 1 | |
| 691 | 1 | |
| 707 | 1 | |
| 710 | 1 | |
| 798 | 1 | |
| 803 | 2 |
| Value | Count | Frequency (%) |
| 1177412 | 1 | |
| 1165601 | 1 | |
| 1157944 | 1 | |
| 1150619 | 1 | |
| 1145991 | 1 | |
| 1140709 | 1 | |
| 1128432 | 1 | |
| 1114351 | 1 | |
| 1091714 | 1 | |
| 1067130 | 1 |
Total Revolving Credit Limit
Real number (ℝ)
| Distinct | 35674 |
|---|---|
| Distinct (%) | 58.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23113.298 |
| Minimum | 1000 |
|---|---|
| Maximum | 201169 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 478.4 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 2716 |
| Q1 | 8139.25 |
| median | 16712.5 |
| Q3 | 32125.75 |
| 95-th percentile | 63396.7 |
| Maximum | 201169 |
| Range | 200169 |
| Interquartile range (IQR) | 23986.5 |
Descriptive statistics
| Standard deviation | 20939.929 |
|---|---|
| Coefficient of variation (CV) | 0.9059689 |
| Kurtosis | 6.0090085 |
| Mean | 23113.298 |
| Median Absolute Deviation (MAD) | 10392.5 |
| Skewness | 1.9826469 |
| Sum | 1.4150423 × 109 |
| Variance | 4.3848062 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5310 | 10 | < 0.1% |
| 12364 | 9 | < 0.1% |
| 5642 | 9 | < 0.1% |
| 5413 | 9 | < 0.1% |
| 4754 | 9 | < 0.1% |
| 7026 | 8 | < 0.1% |
| 7393 | 8 | < 0.1% |
| 10532 | 8 | < 0.1% |
| 7058 | 8 | < 0.1% |
| 4386 | 8 | < 0.1% |
| Other values (35664) | 61136 |
| Value | Count | Frequency (%) |
| 1000 | 2 | < 0.1% |
| 1001 | 4 | |
| 1003 | 1 | < 0.1% |
| 1005 | 3 | |
| 1007 | 1 | < 0.1% |
| 1008 | 5 | |
| 1009 | 1 | < 0.1% |
| 1010 | 3 | |
| 1011 | 4 | |
| 1014 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 201169 | 1 | |
| 197112 | 1 | |
| 193312 | 1 | |
| 192276 | 1 | |
| 190060 | 1 | |
| 189087 | 1 | |
| 188063 | 1 | |
| 185719 | 1 | |
| 183429 | 1 | |
| 178676 | 1 |
Loan Status
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 478.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61222 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 61222 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 61222 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 61222 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61222 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61222 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61222 |
| ID | Loan Amount | Funded Amount | Funded Amount Investor | Term | Interest Rate | Grade | Employment Duration | Home Ownership | Verification Status | Debit to Income | Delinquency - two years | Inquires - six months | Open Account | Public Record | Revolving Balance | Revolving Utilities | Total Accounts | Initial List Status | Total Received Interest | Total Received Late Fee | Recoveries | Collection Recovery Fee | Collection 12 months Medical | Application Type | Last week Pay | Accounts Delinquent | Total Collection Amount | Total Current Balance | Total Revolving Credit Limit | Loan Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 65087372 | 10000 | 32236 | 12329.362860 | 59 | 11.135007 | B | MORTGAGE | 176346.62670 | Not Verified | 16.284758 | 1 | 0 | 13 | 0 | 24246 | 74.932551 | 7 | w | 2929.646315 | 0.102055 | 2.498291 | 0.793724 | 0 | INDIVIDUAL | 49 | 0 | 31 | 311301 | 6619 | 0 |
| 1 | 1450153 | 3609 | 11940 | 12191.996920 | 59 | 12.237563 | C | RENT | 39833.92100 | Source Verified | 15.412409 | 0 | 0 | 12 | 0 | 812 | 78.297186 | 13 | f | 772.769385 | 0.036181 | 2.377215 | 0.974821 | 0 | INDIVIDUAL | 109 | 0 | 53 | 182610 | 20885 | 0 |
| 2 | 1969101 | 28276 | 9311 | 21603.224550 | 59 | 12.545884 | F | MORTGAGE | 91506.69105 | Source Verified | 28.137619 | 0 | 0 | 14 | 0 | 1843 | 2.073040 | 20 | w | 863.324396 | 18.778660 | 4.316277 | 1.020075 | 0 | INDIVIDUAL | 66 | 0 | 34 | 89801 | 26155 | 0 |
| 3 | 6651430 | 11170 | 6954 | 17877.155850 | 59 | 16.731201 | C | MORTGAGE | 108286.57590 | Source Verified | 18.043730 | 1 | 0 | 7 | 0 | 13819 | 67.467951 | 12 | w | 288.173196 | 0.044131 | 0.107020 | 0.749971 | 0 | INDIVIDUAL | 39 | 0 | 40 | 9189 | 60214 | 0 |
| 4 | 14354669 | 16890 | 13226 | 13539.926670 | 59 | 15.008300 | C | MORTGAGE | 44234.82545 | Source Verified | 17.209886 | 1 | 3 | 13 | 1 | 1544 | 85.250761 | 22 | w | 129.239553 | 19.306646 | 1294.818751 | 0.368953 | 0 | INDIVIDUAL | 18 | 0 | 430 | 126029 | 22579 | 0 |
| 5 | 50509046 | 34631 | 30203 | 8635.931613 | 36 | 17.246986 | B | RENT | 98957.47561 | Not Verified | 7.914333 | 3 | 2 | 16 | 0 | 2277 | 51.564476 | 20 | w | 464.818124 | 0.088584 | 5.043575 | 0.581688 | 0 | INDIVIDUAL | 32 | 0 | 42 | 51252 | 27480 | 0 |
| 6 | 32737431 | 30844 | 19773 | 15777.511830 | 59 | 10.731432 | C | RENT | 102391.82430 | Verified | 15.083911 | 0 | 0 | 11 | 0 | 14501 | 46.808804 | 37 | w | 525.738109 | 0.083528 | 3.167937 | 0.553076 | 0 | INDIVIDUAL | 71 | 0 | 3388 | 42069 | 31068 | 0 |
| 7 | 63151650 | 20744 | 10609 | 7645.014802 | 58 | 13.993688 | A | OWN | 61723.52014 | Not Verified | 29.829715 | 0 | 0 | 14 | 0 | 13067 | 23.936624 | 33 | w | 1350.245212 | 0.044965 | 0.098448 | 0.047589 | 0 | INDIVIDUAL | 87 | 0 | 48 | 184909 | 43303 | 0 |
| 8 | 4279662 | 9299 | 11238 | 13429.456610 | 59 | 11.178457 | G | MORTGAGE | 63205.09072 | Verified | 26.244710 | 0 | 0 | 6 | 0 | 549 | 15.947386 | 17 | w | 4140.198978 | 0.017106 | 0.530214 | 0.216985 | 0 | INDIVIDUAL | 144 | 0 | 26 | 68126 | 7482 | 0 |
| 9 | 4431034 | 19232 | 8962 | 7004.097481 | 58 | 5.520413 | C | RENT | 42015.46586 | Source Verified | 10.048549 | 1 | 0 | 11 | 0 | 1361 | 35.073345 | 30 | f | 2149.666963 | 0.008338 | 2.912215 | 0.886864 | 0 | INDIVIDUAL | 9 | 0 | 35 | 71650 | 14871 | 0 |
| ID | Loan Amount | Funded Amount | Funded Amount Investor | Term | Interest Rate | Grade | Employment Duration | Home Ownership | Verification Status | Debit to Income | Delinquency - two years | Inquires - six months | Open Account | Public Record | Revolving Balance | Revolving Utilities | Total Accounts | Initial List Status | Total Received Interest | Total Received Late Fee | Recoveries | Collection Recovery Fee | Collection 12 months Medical | Application Type | Last week Pay | Accounts Delinquent | Total Collection Amount | Total Current Balance | Total Revolving Credit Limit | Loan Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 61212 | 38027187 | 23118 | 7020 | 20949.525790 | 58 | 15.716337 | C | MORTGAGE | 81967.15226 | Not Verified | 34.537577 | 1 | 0 | 12 | 0 | 27384 | 20.713108 | 11 | f | 1528.205851 | 0.071972 | 4.547243 | 0.257883 | 0 | INDIVIDUAL | 27 | 0 | 26 | 24532 | 15360 | 0 |
| 61213 | 14669554 | 31161 | 16000 | 8386.746929 | 59 | 6.524646 | A | MORTGAGE | 81220.63670 | Source Verified | 34.387740 | 0 | 0 | 9 | 0 | 505 | 51.613314 | 22 | f | 1057.826002 | 0.006861 | 1.109081 | 0.942539 | 0 | INDIVIDUAL | 9 | 0 | 39 | 92043 | 9705 | 0 |
| 61214 | 3793301 | 9712 | 25896 | 8740.589841 | 58 | 14.729811 | B | MORTGAGE | 39889.60578 | Not Verified | 29.475335 | 0 | 0 | 11 | 0 | 263 | 25.113762 | 19 | f | 2934.540277 | 0.028737 | 0.255695 | 1.083093 | 0 | INDIVIDUAL | 36 | 0 | 18 | 311173 | 46724 | 0 |
| 61215 | 60961518 | 5127 | 16956 | 13917.485220 | 59 | 19.388683 | C | MORTGAGE | 99748.53668 | Source Verified | 33.622294 | 0 | 0 | 10 | 0 | 1296 | 49.160800 | 18 | f | 265.479968 | 0.093146 | 1.805152 | 1.085486 | 0 | INDIVIDUAL | 36 | 0 | 39 | 4398 | 116219 | 0 |
| 61216 | 39022390 | 11703 | 19736 | 9972.202696 | 59 | 11.430757 | E | MORTGAGE | 50548.01172 | Source Verified | 32.637618 | 0 | 0 | 14 | 0 | 7787 | 7.360718 | 24 | f | 380.907394 | 0.067863 | 1.233240 | 0.778051 | 0 | INDIVIDUAL | 29 | 0 | 31 | 74453 | 9771 | 0 |
| 61217 | 7273094 | 11440 | 17672 | 22965.762900 | 59 | 15.025260 | C | RENT | 76128.78634 | Verified | 21.929698 | 0 | 0 | 8 | 0 | 5260 | 12.080662 | 7 | w | 2258.038712 | 0.010722 | 0.061096 | 0.325564 | 0 | INDIVIDUAL | 151 | 0 | 38 | 859647 | 21468 | 0 |
| 61218 | 35182714 | 8323 | 11046 | 15637.463010 | 59 | 9.972104 | C | RENT | 65491.12817 | Source Verified | 17.694279 | 0 | 0 | 12 | 0 | 9737 | 15.690703 | 14 | w | 3100.803125 | 0.027095 | 2.015494 | 1.403368 | 0 | INDIVIDUAL | 14 | 0 | 37 | 22692 | 8714 | 0 |
| 61219 | 16435904 | 15897 | 32921 | 12329.457750 | 59 | 19.650943 | A | MORTGAGE | 34813.96985 | Verified | 10.295774 | 0 | 0 | 7 | 1 | 2195 | 1.500090 | 9 | w | 2691.995532 | 0.028212 | 5.673092 | 1.607093 | 0 | INDIVIDUAL | 137 | 0 | 17 | 176857 | 42330 | 0 |
| 61220 | 5300325 | 16567 | 4975 | 21353.684650 | 59 | 13.169095 | D | OWN | 96938.83564 | Not Verified | 7.614624 | 0 | 0 | 14 | 0 | 1172 | 68.481882 | 15 | f | 3659.334202 | 0.074508 | 1.157454 | 0.207608 | 0 | INDIVIDUAL | 73 | 0 | 61 | 361339 | 39075 | 0 |
| 61221 | 65443173 | 15353 | 29875 | 14207.448600 | 59 | 16.034631 | B | MORTGAGE | 105123.15580 | Verified | 16.052112 | 0 | 0 | 30 | 0 | 8762 | 81.692328 | 16 | f | 1324.255922 | 0.000671 | 1.856480 | 0.366386 | 0 | INDIVIDUAL | 54 | 0 | 47 | 196960 | 66060 | 0 |